6 citations · 24 across the 15 of their papers we have counts for
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cs.CV2020
AttentionLite: Towards Efficient Self-Attention Models for Vision
Souvik Kundu, Sairam Sundaresan
We propose a novel framework for producing a class of parameter and compute efficient models called AttentionLitesuitable for resource-constrained applications. Prior work has prim…
cs.CV2020★ 6 cited
Attention-based Image Upsampling
Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar +1
Convolutional layers are an integral part of many deep neural network solutions in computer vision. Recent work shows that replacing the standard convolution operation with mechani…